IIRC they use weapons appropriate to the state of development on the world they visit. So if they’re on a world where guns have been invented, they use guns. Otherwise they use swords or whatever. They don’t want to introduce technologies that haven’t yet been discovered by the locals.

Whereas in the outer circles of Hell or wherever this was, it probably doesn’t matter.